probabl-ai/skills
Tabular Data Science Skills for guardrailing AI Agents
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,562
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
skills gained 10 stars in the last 30 days, about 1 a day, and now has 136. It is about 1 year old and has averaged roughly 136 stars a year. It ranks #1,562 among Python repositories and #12,584 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#2896
BEST RANK
Oct 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
skills has maintained a continuous presence across global trending indexes, peaking at #2896. Below is the 30-day activity profile:
💡 Overview
skills is an open-source project written in Python: Tabular Data Science Skills for guardrailing AI Agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in data-science, machine-learning, scikit-learn. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install skills⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
skills coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed skills into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open BSD-3-Clause license.
🚀 Getting Started
Install skills using your package manager: `pip install skills`
Initialize your project workspace or configuration file for skills.
Import skills into your codebase or invoke it directly from your terminal.
Execute your test suite or run `skills --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
probabl-ai/skills is currently ranked #12,584 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,546 | prasenjeet-symon/ogcode | Go | ★ 137 | Compare ↗ |
| #12,546 | nathansutton/chad | Python | ★ 137 | Compare ↗ |
| #12,546 | fedorchenko-juli/job_search_tool | Python | ★ 137 | Compare ↗ |
| #12,546 | Calcium-Ion/AstrLink | Go | ★ 137 | Compare ↗ |
| #12,546 | Hiteater-wzm/eeo | JavaScript | ★ 137 | Compare ↗ |
| #12,584 | probabl-ai/skills This Project | Python | ★ 136 | |
| #12,584 | agateau/yokadi | Python | ★ 136 | Compare ↗ |
| #12,584 | rich/acts_as_revisable | Ruby | ★ 136 | Compare ↗ |
| #12,584 | gwik/ffmpeg-ruby | C | ★ 136 | Compare ↗ |
| #12,584 | michael/ken-rb | Ruby | ★ 136 | Compare ↗ |
| #12,584 | steveyen/moxi | C | ★ 136 | Compare ↗ |
Frequently Asked Questions
What does skills do? +
Tabular Data Science Skills for guardrailing AI Agents
What language is skills written in? +
The primary language is Python. Topics include: data-science, machine-learning, scikit-learn, skills.
Is skills actively maintained? +
Yes, the last recorded push was on Oct 7, 2026 with 32 open issues being tracked.
How many stars does skills have? +
skills has 136 stars and 9 forks on GitHub.
How does skills rank among GitHub repositories? +
With 136 stars, probabl-ai/skills is ranked #12,584 globally across all repositories tracked on GitHubRepo and #1,562 among Python projects.
What license is skills distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
